https://github.com/kevinlwong/ollama-construction-chatbot
https://github.com/kevinlwong/ollama-construction-chatbot
axios construction-management cors deepseek-r1 express-js html-css-javascript large-language-models node-js npm ollama ollama-api qwen2-5 vite vuejs
Last synced: 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/kevinlwong/ollama-construction-chatbot
- Owner: kevinlwong
- Created: 2025-02-13T03:56:14.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-02-26T02:13:05.000Z (4 months ago)
- Last Synced: 2025-02-26T03:22:55.489Z (4 months ago)
- Topics: axios, construction-management, cors, deepseek-r1, express-js, html-css-javascript, large-language-models, node-js, npm, ollama, ollama-api, qwen2-5, vite, vuejs
- Language: Vue
- Homepage:
- Size: 65.4 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# **Ollama Construction Chatbot**
## **Overview**
The **Ollama Construction Chatbot** is an AI-powered assistant designed to enhance **construction project management** by leveraging **multi-model AI processing**. It integrates **Ollama** to dynamically switch between **DeepSeek R1, Qwen2.5**, and other models, optimizing workflows across different construction phases: **Pre-construction (Precon), Construction (Con), and Post-construction (Postcon).**
The chatbot provides **real-time responses**, **markdown-rendered explanations**, and **structured technical insights** to assist construction professionals with planning, execution, and risk assessment.
---
## **Features**
**Multi-Model AI Processing** – Uses **DeepSeek R1, Qwen2.5**, and other models dynamically for different construction phases.
**Real-Time Streaming** – Displays chatbot responses **letter-by-letter** with a smooth animation.
**Thinking Phase Visualization** – Keeps AI reasoning visible with an expandable/collapsible **"Thinking..."** message.
**Markdown Rendering** – Provides structured explanations for **technical content**, improving clarity.
**Modern UI Design** – Inspired by **ChatGPT, Gemini, and Claude**, ensuring a seamless user experience.
**Dynamic Model Selection** – Allows switching models based on project requirements.
**Vue.js + Electron** – Built as a **desktop-friendly** application with responsive UI.
**Scalable Backend API** – Communicates efficiently with **Ollama’s local AI model server** for low-latency interactions.
**Custom AI Model Training (Upcoming)** – Fetching data from **general contractors** and **construction firms** to **fine-tune AI models** using **Ollama** and **advanced prompt engineering**.
---
## **Tech Stack**
- **Frontend:** Vue.js, HTML, CSS (Tailwind)
- **Backend:** Node.js, Express
- **AI Models:** DeepSeek R1, Qwen2.5 (via Ollama)
- **UI Framework:** Electron (for desktop app)
- **Data Processing:** Ollama fine-tuning, JSON APIs
---
## **How It Works**
1. **Select a Construction Phase** → Precon, Con, or Postcon.
2. **Chat with the AI** → Ask questions related to construction planning, execution, or post-project evaluation.
3. **Real-Time AI Responses** → Responses appear **letter-by-letter** for a smooth experience.
4. **Expandable "Thinking" Phase** → AI reasoning remains accessible for better transparency.
5. **Markdown Rendering** → Technical explanations are formatted properly.
---
## **Installation & Setup**
### **1. Clone the Repository**
```sh
git clone https://github.com/your-repo/ollama-construction-chatbot.git
cd ollama-construction-chatbot
```
### **2. Install Dependencies**
```sh
npm install
```
### **3. Run the Application**
```sh
npm run dev
```
### **4. Start Ollama Model Server**
```sh
ollama serve
```
---
## **Upcoming Enhancements**
**Training Custom AI Models** – Using real-world construction data for **fine-tuned AI responses**.
**Cloud Integration** – Expanding capabilities for **remote data storage and analysis**.
**Advanced Risk Prediction** – AI-powered insights for **budgeting, safety risks, and resource allocation**.
---
## **Contributors**
- **Kevin Wong** – Full-Stack Developer
- **Joshua Casuga** - Full Stack Developer
---
## **License**
This project is **open-source** under the **MIT License**.